Authenticity & Editorial Policy

#

Last updated: April 11, 2026

This policy explains how technical content on Mulham Fetna Blog is produced, edited, and published.

1. Scope

#

This policy applies to technical content in:

1. Courses
2. Roadmaps
3. Tutorials & Guides

Other sections may follow different editorial styles unless stated on the page itself.

2. Authenticity of technical work

#

The technical scenarios, decisions, troubleshooting paths, and implementation approaches published in the scoped sections are based on my own professional experience.

These materials are grounded in real projects, real constraints, and real debugging workflows, not synthetic examples created only for presentation.

3. Use of LLM assistance

#

I use large language models (LLMs) as an editorial assistant to improve structure, readability, and clarity.

LLM support may be used for:

1. Rewriting rough notes into clearer prose.
2. Improving organization, headings, and flow.
3. Language polishing and formatting consistency.

LLMs are not used to replace my underlying technical judgment, authorship, or direct experience.

4. Authorship and accountability

#

I remain responsible for all published technical claims, methods, and recommendations in the scoped sections.

If any inaccuracy is discovered, it will be corrected in subsequent revisions.

5. Relationship to other policies

#

This page complements the Intellectual Property Policy, Privacy Policy, and Terms of Service.